Fix the Code, Not the Pipeline

Fix telemetry at the source. Unleash your production signal.

Ensure clean, reliable telemetry across the development lifecycle so your systems are easier to debug, faster to recover, and cheaper to run.

No pipelines. No agents. No performance impact. Just high-signal data you can trust.

Problem

Bad telemetry breaks systems. Cost is just the symptom.

Modern systems run on telemetry. But most of it is noisy, redundant, and low value.

As a result:

—Low trust in your telemetry
—Slower incident response
—Growing cost with no added value
—Constant operational friction between teams

As systems become more automated and AI-driven, bad telemetry becomes a hard blocker.

Solution

Fix telemetry once. Fix it at the source.

Obics is an agentic telemetry management platform that controls how telemetry is created and evolves across the development lifecycle.

Three steps. Read-only integration. No agents. No overhead.

Step 1

Read Telemetry

Connects read-only to your observability stack

📊Logs

📈Metrics

🔗Traces

Datadog

Grafana

Splunk

Step 2

Detect

Obics maps telemetry signals to exact lines of source code and ownership

🔍Noisy logs

♻️Redundant metrics

📐Cardinality issues

GitHub

GitLab

Step 3

Fix

Obics generates a Pull Request. Your team reviews and merges. Waste eliminated permanently.

✅Auto-generated PR

🔒No agents deployed

💸40–60% cost reduction

⬆Pull Request Ready

Built for Your Whole Engineering Org

Platform Engineers

Regain Control

The Pain: You're tired of being the "Budget Police" and explaining exploding bills to the CFO.

The Win

✓

Line-item proof of savings mapped to code

✓

Automated governance that stops bad telemetry before it creates unnecessary costs and operational friction

✓

Walk into budget reviews with a reduction plan, not an apology

DevOps & SRE

Clear the Fog

The Pain: You can't find the signal fast enough during an incident because your data is too noisy.

The Win

✓

Faster MTTR with high-signal telemetry you can trust

✓

Alerts that only fire when it matters

✓

Data you actually trust during incidents

Developers

Focus on Shipping

The Pain: You hate being pulled off product work to manually "clean up logs." It's soul-crushing work.

The Win

✓

Finding redundant telemetry becomes automatic. Review generated PRs in seconds.

✓

Get back to building features, not pruning telemetry

✓

Your code quality improves automatically

Measurable Impact. From Day One.

Finance is pushing to cut the observability bill. DevOps is caught in the middle – pressuring developers to stop generating bad telemetry. Developers resent the cleanup work because it's not their job. When no one takes ownership, teams shut down observability entirely. Everyone loses.

A Win for Every Team

40–60%

Lower Observability Costs

Finance gets the savings. Without shutting down observability or losing visibility.

20–30%

Faster MTTR

DevOps and SRE get clean dashboards and alerts that fire on real issues.

Zero

Cleanup Overhead

Developers stay focused on product. No more being pulled into telemetry cleanup.

How It Feels When It's Fixed.

Get DevOps and dev on the same page

DevOps stops chasing developers to clean up their telemetry. Obics finds the waste, generates the PR, and assigns it to the right owner. No more awkward conversations.

Never shut down observability to meet budget

When the only option left is turning off ingestion, everyone loses. Obics gives you a third path – reduce cost by fixing quality, without sacrificing visibility.

Free up expensive engineering time

Telemetry cleanup isn't why you hired senior engineers. Obics automates the detection and generates the fix – your developers review a PR instead of spending days hunting noisy logs.

Give finance the proof they need

Map every dollar of observability spend to a service, a code owner, and a data type. Walk into budget reviews with a reduction plan, not an apology.

Ship the fix, not another filter rule

Pipeline rules are maintenance forever. A merged PR eliminates noise at the source. One fix, permanent result, zero ongoing overhead.

Keep your tools, improve performance

Reduce telemetry costs while staying with your favorite observability vendor. No need for a lengthy migration to a low-cost tool.

Fix telemetry at the source. Unleash your production signal.

Connect read-only. See what's wasteful. Fix it at the source. Automatically.